Basic Statistics

Raw Counts

Name Value
Rows 146,765
Columns 23
Discrete columns 9
Continuous columns 14
All missing columns 0
Missing observations 2,295
Complete Rows 144,470
Total observations 3,375,595
Memory allocation 50.1 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 5 columns ignored with more than 50 categories.
## reservation_id: 146765 categories
## booking_date: 1619 categories
## checkin_date: 1523 categories
## checkout_date: 1524 categories
## memberid: 43496 categories

QQ Plot

Correlation Analysis

## 6 features with more than 20 categories ignored!
## reservation_id: 144470 categories
## booking_date: 1619 categories
## checkin_date: 1523 categories
## checkout_date: 1524 categories
## memberid: 42675 categories
## resort_id: 32 categories

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## reservation_id: 144470 categories
## booking_date: 1619 categories
## checkin_date: 1523 categories
## checkout_date: 1524 categories
## memberid: 42675 categories